Towards a Machine Learning-Assisted Kernel with LAKE

Author:

Fingler Henrique1,Tarte Isha1,Yu Hangchen2,Szekely Ariel3,Hu Bodun1,Akella Aditya1,Rossbach Christopher J.4

Affiliation:

1. University of Texas at Austin, USA

2. Meta, USA

3. Massachusetts Institute of Technology, USA

4. University of Texas at Austin, USA / Katana Graph, USA

Funder

National Science Foundation

National Nuclear Security Administration

Texas Systems Research Consortium

Publisher

ACM

Reference87 articles.

1. [n. d.]. Amazon EBS volume types. https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/ebs-volume-types.html [n. d.]. Amazon EBS volume types. https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/ebs-volume-types.html

2. [n. d.]. Available first on Google Cloud: Intel Optane DC Persistent Memory | Google Cloud Blog. https://cloud.google.com/blog/topics/partners/available-first-on-google-cloud-intel-optane-dc-persistent-memory June 2022. [n. d.]. Available first on Google Cloud: Intel Optane DC Persistent Memory | Google Cloud Blog. https://cloud.google.com/blog/topics/partners/available-first-on-google-cloud-intel-optane-dc-persistent-memory June 2022.

3. [n. d.]. Bitfusion: The Elastic AI Infrastructure for Multi-Cloud. https://bitfusion.io Accessed: 2019-04. [n. d.]. Bitfusion: The Elastic AI Infrastructure for Multi-Cloud. https://bitfusion.io Accessed: 2019-04.

4. [n. d.]. eBPF - Introduction , Tutorials & Community Resources. https://ebpf.io/ June , 2022 . [n. d.]. eBPF - Introduction, Tutorials & Community Resources. https://ebpf.io/ June, 2022.

5. [n. d.]. Graphcore: Accelerating machine learning for a world of intelligent machines. https://www.graphcore.ai Accessed: 2019-12. [n. d.]. Graphcore: Accelerating machine learning for a world of intelligent machines. https://www.graphcore.ai Accessed: 2019-12.

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